Chapter # 06
Naive Bayes Theorem & Support Vector Machine (SVM)
Chapter # 06
Naive Bayes Theorem & Support Vector Machine (SVM)
Introduction
Naive Bayes Theorem
What is Naive Bayes Algorithm?
Naive Bayes Theorem (Cont’d)
Naive Bayes Theorem (Cont’d)
Naive Bayes Theorem (Cont’d)
Naive Bayes Theorem (Cont’d)
Strengths and Weankesses of Naive Bayes
Strengths and Weankesses of Naive Bayes (Cont’d)
Support Vector Machines (SVM)
Support Vector Machines (SVM) (Cont’d)
Support Vector Machines (SVM) (Cont’d)
Support Vector Machines (SVM) (Cont’d)
What If the Classes are Not Fully Separable?
SVM for Non-linearly Separable Data
SVM for Non-linearly Separable Data (Cont’d)
Hyperparameters of SVM Algorithm
